Concetti Chiave
UODFs provide accurate reconstruction for diverse 3D shapes through unique characteristics and specialized neural networks.
Statistiche
"UODFs for each model are trained for 100 epochs."
"Adam optimizer with an initial learning rate of 0.001."
"Loss function weights: λ1 = 3000, λ2 = 50, λ3 = 1000."
Citazioni
"UODFs diverge from conventional SDF and UDF in their unique characteristics."
"Each UODF enjoys a similar working mechanism to a planar laser."
"UODFs consistently outrank all competitors in a unified reconstruction manner."